Module 8: Images

• Lesson 22 Reading: Numpy
  • numpy
  • Multiple Dimensions
  • Arithmetic and Logical Operators
  • Practice: numpy
  • Broadcasting
  • Images
  • Pause and Think
  • Practice: Broadcasting
  • Practice: Duckie Hat 🦆🎩
• Lesson 23 Reading: More Numpy and Images
  • Recap
  • numpy functions
  • Convolutions
  • Why Convolutions?
  • Pause and Think
  • Practice: Convolution Examples
  • Practice: Collapse
• Lesson 24 Reading: Machine Learning and Images
  • Recap of Machine Learning
  • Machine Learning and Images
  • Neural Networks
  • Neural Networks Code: Digit Recognition
  • Unsupervised Learning
  • Pause and Think
  • Practice: Neural Networks and Images